PTPN22 and skin cancer: Other examples of pleiotropic variants include rs2476601, a non-synonymous variant in PTPN22 which we found to be causally associated with multiple autoimmune diseases and their treatments as well as skin cancer, with the autoimmune-protective allele increasing risk of cancer (Supplementary Fig. 9).